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Ioannis Mitliagkas

University of Montreal

33 papers hereh-index 306k citations62 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author15
  • last author11

Across the 29 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • stat.ML7
  • cs.DC2
  • math.OC2
  • cs.CV1
  • cs.PF1
affiliations
  • University of Montreal
  • Mila
Homepage
same name
  • Ioannis Mitliagkas — 19 papers, h 12
  • Ioannis Mitliagkas — 4 papers, h 1
  • Ioannis Mitliagkas — 3 papers, h 2
  • Ioannis Mitliagkas — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedParallel SGD: When does averaging help?

78 citations · 172 across the 12 of their papers we have counts for

collaborators
Showing 2016 · cs.DCShow all

1 paper · 2 filters

cs.DC2016

Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs

Stefan Hadjis, Ce Zhang, Ioannis Mitliagkas +2

We study the factors affecting training time in multi-device deep learning systems. Given a specification of a convolutional neural network, our goal is to minimize the time to tra…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.